age
float64
18
102
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
dzgroup
stringclasses
8 values
dzclass
stringclasses
4 values
num.co
int64
0
9
edu
float64
0
31
income
stringclasses
4 values
scoma
float64
0
100
charges
float64
1.17k
1.44M
totcst
float64
0
633k
totmcst
float64
-102.72
711k
avtisst
float64
1
83
race
stringclasses
5 values
sps
float64
0.2
99.2
aps
float64
0
143
surv2m
float64
0
0.97
surv6m
float64
0
0.95
hday
int64
1
148
diabetes
int64
0
1
dementia
int64
0
1
ca
stringclasses
3 values
prg2m
float64
0
1
prg6m
float64
0
1
dnr
stringclasses
3 values
dnrday
float64
-88
285
meanbp
float64
0
195
wblc
float64
0
200
hrt
float64
0
300
resp
float64
0
90
temp
float64
31.7
41.7
pafi
float64
12
890
alb
float64
0.4
29
bili
float64
0.1
63
crea
float64
0.1
21.5
sod
float64
110
181
ph
float64
6.83
7.77
glucose
float64
0
1.09k
bun
float64
1
300
urine
float64
0
9k
adlp
float64
0
7
adls
float64
0
7
sfdm2
stringclasses
5 values
adlsc
float64
0
7.07
event_times
int64
3
2.03k
event_indicators
int64
0
1
46.76199
male
0
27
Coma
Coma
0
12
$25-$50k
41
78,762
51,755.75
59,276.25
20.5
white
16
19
0.751953
0.704956
13
0
0
no
0.8
0.8
no dnr
27
74
12
122
22
38
357.125
2.399902
3.5
1
135
7.429688
136
34
3,530
null
0
adl>=4 (>=5 if sur)
0
669
0
59.00299
male
0
25
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
0
37,381
26,401.8438
28,630.6875
9
white
30
73
0.648926
0.549927
16
0
0
no
0.85
0.85
no dnr
25
110
4
58
8
36.09375
285.6875
3.899902
1.099854
1
139
7.419922
141
22
1,645
4
4
SIP>=30
4
668
0
49.07599
female
0
28
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
0
76,917
50,563.75
55,395.375
32
white
23.5
32
0.806885
0.74292
22
0
0
no
0.9
1
no dnr
28
115
7.099609
72
20
35.39844
426.625
2.099609
0.399963
4.099609
142
7.429688
102
34
1,225
null
0
no(M2 and SIP pres)
0
668
0
43.76999
male
0
7
Cirrhosis
COPD/CHF/Cirrhosis
2
10
under $11k
0
6,435
4,384.043
5,108.82812
6
white
23.597656
30
0.823975
0.712891
1
0
0
no
0.8
0.7
no dnr
7
115
7.599609
68
24
36.19531
351.375
2.299805
0.299988
2.399902
129
7.359375
74
45
1,569
0
1
no(M2 and SIP pres)
1
667
0
49.65598
female
1
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
0
63,202
39,159.9062
43,919
43.333313
white
37.796875
58
0.613892
0.507935
1
0
0
no
0.8
0.8
no dnr
18
97
7.899414
60
20
36.29688
null
2.199707
0.399963
3.299805
136
null
157
43
2,450
null
1
<2 mo. follow-up
1
18
1
56.07397
female
1
9
MOSF w/Malig
ARF/MOSF
2
14
under $11k
0
12,176
7,825.1875
10,814.1094
35
white
37.195313
38
0.280945
0.171997
1
0
0
metastatic
0.4
0.2
dnr after sadm
2
68
18
104
24
36.59375
null
3.199707
0.399963
2
137
null
116
83
4,005
7
7
<2 mo. follow-up
7
9
1
77.68695
female
0
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
0
12,633
7,486.4531
8,704.75781
17
black
33.195313
55
0.56189
0.449951
1
0
0
no
0.9
0.8
no dnr
10
82
null
101
24
36.39844
null
3.899902
0.799927
1.299805
140
null
130
30
2,600
2
2
adl>=4 (>=5 if sur)
2
665
0
58.995
male
0
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
0
53,096
32,736.7812
37,951.875
25.5
white
27.796875
48
0.7229
0.636963
6
0
0
no
0.8
0.75
no dnr
7
60
29
144
32
39.19531
411.375
2.099609
1.899902
0.899902
135
7.509766
110
17
1,583
null
0
SIP>=30
0
666
0
51.73398
male
0
71
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
175,041
109,975.25
132,299.375
45.5
white
30.796875
34
0.709961
0.621948
4
0
0
no
0.9
0.9
no dnr
71
74
11.298828
55
24
35
263.3125
4.099609
1
1
142
7.439453
118
17
1,320
null
null
null
3.598633
663
0
69.54095
male
0
5
CHF
COPD/CHF/Cirrhosis
3
6
under $11k
0
8,421
4,101.3594
5,252.06641
20
black
17.796875
14
0.870972
0.786987
1
0
0
no
0.9
0.8
no dnr
5
117
14.798828
109
8
40.09375
186
2.699707
0.599976
8
134
7.419922
287
55
128
0
1
no(M2 and SIP pres)
1
661
0
54.25299
female
0
7
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
13,297
null
null
20.5
white
22.699219
18
0.882935
0.803955
1
0
0
no
0.99
0.99
no dnr
7
104
10.798828
96
24
36.29688
200
2.899902
1.599854
1.199951
130
7.399414
85
17
null
0
1
no(M2 and SIP pres)
1
662
0
69.62897
male
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
40,418
25,170.6562
28,908.2188
28.5
white
44.195313
105
0.29895
0.187988
1
0
0
no
0.1
0.1
no dnr
7
63
7.399414
109
16
38.69531
93.75
2.5
4.799805
0.699951
132
7.389648
228
19
2,093
null
2
<2 mo. follow-up
2
7
1
32.06799
male
0
6
Lung Cancer
Cancer
1
12
under $11k
0
5,519
3,775.5547
4,704.44922
13
white
16.898438
30
0.778931
0.53894
1
0
0
metastatic
0.8
0.5
no dnr
6
67
20.296875
79
24
38.59375
476.1875
2.799805
2
10.599609
133
7.439453
287
48
0
0
0
null
0
584
1
62.46399
female
0
11
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
23,238
12,652.3984
14,606.3984
22.5
white
19.699219
30
0.865967
0.81897
1
0
0
no
0.9
0.85
no dnr
11
99
9.599609
80
20
36.09375
193.53125
4.799805
1.399902
1.399902
143
7.389648
263
10
800
1
0
SIP>=30
0
660
0
21.254
male
0
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
44
27,953
19,023.1406
23,067.9375
20.666656
white
26
39
0.815918
0.753906
1
0
0
no
0.8
0.8
no dnr
18
10
10.199219
45
10
35.69531
440
2.699707
2.299805
1.5
132
7.429688
141
26
5,528
null
0
no(M2 and SIP pres)
0
660
0
73.31396
male
0
20
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
under $11k
0
61,832
37,814.3125
43,382.625
41.333313
white
23.296875
43
0.73999
0.657959
1
1
0
yes
0.2
0.2
dnr after sadm
14
81
4.599609
70
24
36.69531
null
3.099609
0.599976
1.099854
131
null
73
31
null
null
0
<2 mo. follow-up
0
24
1
74.66095
female
0
19
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
56,813
35,549.25
43,941.0312
39
white
41.5
77
0.343994
0.22699
1
0
0
no
0.2
0.15
no dnr
19
77
15.898438
78
22
35.59375
null
2.399902
0.5
3.699707
136
null
85
73
2,400
null
0
no(M2 and SIP pres)
0
660
0
69.74396
male
1
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
57,676
36,508.4062
41,565.75
38.333313
white
21.199219
28
0.787964
0.718994
1
0
0
yes
0.9
0.8
no dnr
18
126
12.298828
148
45
39.09375
197.5
2.299805
4
0.799927
126
7.389648
435
15
2,270
0
0
<2 mo. follow-up
0
18
1
74.93799
male
1
17
MOSF w/Malig
ARF/MOSF
4
null
under $11k
0
63,280
39,430.2812
45,698.25
40.666657
black
24.898438
42
0.492981
0.375
13
0
0
metastatic
0.9
0.3
dnr after sadm
12
51
13.798828
80
23
38
92.29688
2.599609
1.199951
1.299805
128
7.569336
373
36
2,124
null
6
<2 mo. follow-up
6
17
1
59.80298
female
0
15
COPD
COPD/CHF/Cirrhosis
3
null
under $11k
0
23,002
14,344.7812
16,834.25
21.333328
white
21.699219
33
0.836914
0.73291
1
0
0
yes
0.8
0.7
no dnr
15
105
9.199219
98
20
36.79688
null
4.099609
0.299988
1
133
null
108
8
1,975
null
6
SIP>=30
6
657
0
71.70697
male
1
17
Lung Cancer
Cancer
2
12
$25-$50k
9
27,936
18,377.7656
21,893.5469
23.666656
white
31.597656
56
0.254944
0.033997
1
0
0
metastatic
0.3
0.1
dnr after sadm
6
77
16.097656
72
24
36.5
138.75
3.099609
0.399963
1.199951
138
7.019531
114
34
1,575
null
0
<2 mo. follow-up
0
17
1
82.60394
female
1
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
42,766
26,497.6875
30,628.5469
83
white
50.09375
81
0.080994
0.030998
1
0
0
no
0.5
0.5
dnr after sadm
6
65
15.599609
71
26
35.89844
242.84375
null
null
1.599854
146
7.429688
202
48
null
null
0
<2 mo. follow-up
0
6
1
82.24799
male
0
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
5
under $11k
0
12,879
8,194.1172
9,043.16406
13
black
18.199219
24
0.829956
0.772949
1
0
0
no
0.9
0.75
no dnr
10
61
16.796875
130
10
39
101.65625
2.799805
0.699951
1.099854
138
7.429688
176
17
605
0
0
SIP>=30
0
656
0
89.18799
female
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
100
6,131
3,395.0547
3,806.05859
41
white
17.898438
42
0.328979
0.213989
1
0
1
yes
0.2
0.1
dnr after sadm
3
78
null
72
28
36.59375
null
null
null
null
140
null
null
null
null
null
null
<2 mo. follow-up
6.447266
4
1
53.03998
male
1
40
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
41
169,814
108,304.625
134,179.5
41.25
black
40.398438
78
0.212982
0.116989
11
0
0
no
0
0
dnr after sadm
31
52
3.399902
121
8
37.5
204
1.799805
0.5
0.699951
143
7.40918
165
12
2,700
null
1
<2 mo. follow-up
1
40
1
57.87
female
0
9
Colon Cancer
Cancer
2
12
under $11k
0
9,284
6,406.5234
7,780.69922
19.5
white
31
23
0.557983
0.235992
1
1
0
metastatic
0.2
0.1
no dnr
9
60
12.5
106
28
35.19531
null
2.599609
5.099609
0.799927
132
null
53
21
1,450
4
0
adl>=4 (>=5 if sur)
0
104
1
30.935
male
0
7
ARF/MOSF w/Sepsis
ARF/MOSF
4
11
under $11k
9
25,068
16,130.875
18,114.75
12
white
27.597656
60
0.817993
0.756958
4
0
0
no
0.3
0.2
no dnr
7
64
11.599609
131
60
38.39844
234.28125
2.299805
1.599854
0.799927
147
7.429688
261
18
3,870
1
0
no(M2 and SIP pres)
0
653
0
77.47797
female
0
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
20,604
10,068.4219
13,103.3594
26.5
white
15.798828
17
0.868896
0.822998
1
1
0
no
0.9
0.8
no dnr
11
99
9.599609
60
20
35.69531
null
null
1.099854
3.299805
135
null
233
68
1,150
0
null
no(M2 and SIP pres)
0.494751
171
1
72.01599
male
1
25
Coma
Coma
1
10
under $11k
0
182,796
119,558.625
148,157.375
29.5
white
27.898438
76
0.299988
0.22998
104
0
0
yes
0.2
0.1
no dnr
25
116
13.599609
77
37
38.39844
263.3125
2.5
1.799805
2.5
148
7.489258
318
32
1,777
null
6
<2 mo. follow-up
6
25
1
48.52597
male
0
39
ARF/MOSF w/Sepsis
ARF/MOSF
1
3
$11-$25k
37
93,397
60,183.6562
70,763.25
36
hispanic
25.296875
44
0.744995
0.664917
1
1
0
no
0.9
0.9
no dnr
39
135
6.799805
150
35
36.39844
112.23438
3.099609
0.799927
2.299805
131
7.379883
245
34
1,545
null
0
no(M2 and SIP pres)
0
650
0
22.89899
female
1
127
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
9
245,362
153,695.375
170,105.125
37.25
white
36.398438
67
0.744995
0.664917
1
0
0
no
0.5
0.5
no dnr
127
67
11.5
116
10
38.09375
330
2.599609
1
0.699951
133
7.469727
217
12
3,254
null
6
adl>=4 (>=5 if sur)
6
127
1
41.50598
female
0
6
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
8,695
5,518.0469
6,239.03906
21
white
27.597656
36
0.848999
0.750977
1
0
0
no
0.85
0.6
no dnr
6
97
10.099609
76
24
36.5
261.875
4
1.199951
0.799927
136
7.40918
163
14
null
0
0
SIP>=30
0
85
1
62.987
male
0
15
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
21,499
14,114.6016
15,353.0859
15.666664
white
21.296875
38
0.810913
0.746948
1
1
0
yes
0.8
0.8
no dnr
15
79
15.599609
100
14
36
312
2.399902
0.299988
0.899902
131
7.369141
122
19
null
6
6
adl>=4 (>=5 if sur)
6
650
0
77.34198
male
0
7
CHF
COPD/CHF/Cirrhosis
7
7
under $11k
9
7,592
5,155.1758
5,114.14844
9
black
23.796875
32
0.738892
0.589966
1
0
1
no
0.4
0.2
no dnr
7
111
8.599609
80
34
34.79688
428.5625
2.799805
1.399902
0.699951
138
7.479492
128
7
null
null
2
adl>=4 (>=5 if sur)
2
648
0
36.57199
male
0
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
26,524
16,549.5156
18,584.1875
35
black
21.296875
22
0.897949
0.860962
2
1
0
no
0.85
0.85
no dnr
12
89
8.398438
80
16
36.19531
null
4.5
0.699951
1.099854
139
null
138
19
null
6
6
SIP>=30
6
251
1
63.72598
female
0
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
0
10,473
6,091.293
7,427.25781
15
white
25.398438
38
0.790894
0.721924
1
1
0
no
0.9
0.85
no dnr
8
120
21.097656
120
8
38.89844
203.3125
2.299805
0.399963
0.699951
146
7.399414
112
17
1,693
1
3
null
3
644
0
50.40698
male
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
44
14,228
0
0
57
white
63.09375
143
0.001
0
1
0
0
no
0.02
0.01
no dnr
4
132
10.898438
72
10
38.39844
183.3125
2.699707
1.899902
1
139
7.469727
302
32
5,990
null
2
<2 mo. follow-up
2
4
1
56.64099
female
0
19
Coma
Coma
3
null
null
9
27,058
18,051
22,490.2969
28.333328
black
24.5
33
0.640991
0.580933
1
0
0
yes
0.6
0.6
no dnr
19
66
14.298828
119
10
38.69531
112
2
2.399902
1.399902
148
7.399414
74
26
3,252
null
7
adl>=4 (>=5 if sur)
7
644
0
89.00494
male
0
27
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
9
30,567
20,325.8438
23,380.1562
13
white
19.699219
13
0.761963
0.685913
1
0
0
no
0.5
0.5
dnr after sadm
11
54
0.099991
142
34
38.89844
140
2.899902
0.699951
7.599609
151
7.359375
167
130
655
null
2
adl>=4 (>=5 if sur)
2
645
0
67.98395
male
0
3
CHF
COPD/CHF/Cirrhosis
5
12
$11-$25k
0
2,880
1,813.3848
1,962.18945
null
white
15.298828
26
0.896973
0.827881
1
1
0
no
0.98
0.97
no dnr
3
102
7.5
71
22
36
null
4.099609
0.299988
1
133
null
114
27
46.796875
5
6
adl>=4 (>=5 if sur)
6
643
0
61.24597
male
1
5
MOSF w/Malig
ARF/MOSF
2
11
under $11k
9
6,452
4,052.2188
5,526.23828
19
black
20.199219
40
0.68689
0.593994
1
0
0
metastatic
0.2
0.05
dnr after sadm
2
75
8.898438
68
28
35.59375
null
4
1.699951
1.799805
136
null
84
43
null
null
0
<2 mo. follow-up
0
5
1
67.98895
male
1
10
Colon Cancer
Cancer
1
12
$11-$25k
9
11,578
7,914.1523
9,778.35938
16.5
white
30.097656
25
0.501953
0.181976
1
0
0
metastatic
0.6
0.3
dnr after sadm
7
93
4.199219
96
20
36.29688
371.375
3.399902
2.099609
2.299805
138
7.459961
107
41
null
4
4
<2 mo. follow-up
4
10
1
69.21594
male
0
8
CHF
COPD/CHF/Cirrhosis
4
11
under $11k
0
8,595
6,019.7344
6,605.46875
10.5
black
13.599609
32
0.907959
0.844971
1
1
0
no
0.5
0.1
no dnr
8
63
11.199219
110
30
35
null
4.399414
1.899902
1.899902
136
null
97
35
1,075
0
null
no(M2 and SIP pres)
0.494751
640
0
71.99695
male
1
12
COPD
COPD/CHF/Cirrhosis
3
7
under $11k
0
14,243
8,705.5938
9,856.15625
14
white
25.5
43
0.748901
0.603882
1
1
0
no
0.75
0.6
no dnr
12
124
8.699219
68
22
36.29688
null
3.899902
0.5
1.5
139
null
86
14
1,950
4
3
<2 mo. follow-up
3
12
1
72.03796
female
0
8
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
12,585
7,749.5625
8,917.72656
10.5
white
18.199219
39
0.851929
0.755981
1
0
0
no
0.6
0.5
no dnr
8
91
9.5
96
22
36.39844
null
null
null
0.899902
134
null
88
9
null
1
0
no(M2 and SIP pres)
0
639
0
48.75
male
0
67
Coma
Coma
0
null
$11-$25k
100
87,147
58,913.9375
69,487.25
22.25
black
30.699219
53
0.105988
0.063995
9
0
0
no
0.1
0.1
dnr after sadm
2
116
10
124
28
38.59375
170
1.5
0.5
0.899902
134
7.399414
118
7
3,225
null
0
adl>=4 (>=5 if sur)
0
447
1
47.57599
male
1
17
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
111,177
71,540.375
84,334.3125
55
white
31.5
48
0.66394
0.566895
39
0
0
no
0.1
0.1
dnr after sadm
14
117
7.399414
84
16
35.89844
null
3
0.399963
3.299805
133
null
156
36
2,830
null
null
<2 mo. follow-up
2.772461
17
1
52.38599
female
0
3
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
2,328
1,536.1953
1,721.7998
null
white
19.597656
28
0.896973
0.826904
1
1
0
no
0.9
0.8
no dnr
3
131
13.599609
71
14
36.09375
359.25
null
null
0.5
134
7.419922
133
12
4,336
1
0
no(M2 and SIP pres)
0
639
0
35.38898
female
0
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
9
9,632
6,360.7422
6,905.67969
26
black
18.898438
13
0.912964
0.881958
1
0
0
no
0.85
0.8
no dnr
6
55
10.199219
199
10
39.39844
110
2
4.599609
2.099609
138
7.359375
116
42
1,124
null
0
no(M2 and SIP pres)
0
637
0
51.086
male
1
66
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
9
215,577
139,854.75
165,144.125
49.25
white
29.398438
47
0.656982
0.55896
36
0
0
no
0.85
0.85
dnr after sadm
66
71
9.699219
56
8
36.89844
156.65625
3.199707
0.799927
1.799805
145
7.469727
162
44
1,523
null
0
SIP>=30
0
66
1
73.37396
female
1
29
Coma
Coma
0
6
under $11k
9
81,819
44,954.6562
56,661.6562
36.5
white
34.09375
75
0.202972
0.141998
8
0
0
no
0.1
0.05
dnr after sadm
2
54
6.899414
122
8
38.09375
173.3125
2.099609
0.699951
6.099609
137
7.399414
112
82
439
null
6
<2 mo. follow-up
6
29
1
31.93199
female
0
25
MOSF w/Malig
ARF/MOSF
2
11
under $11k
0
45,723
30,022.0938
36,584.2188
21
white
27
42
0.61792
0.512939
6
1
0
yes
0.65
0.6
no dnr
25
110
12.599609
69
8
38.39844
346
2.899902
0.5
0.699951
131
7.469727
120
17
3,158
0
1
no(M2 and SIP pres)
1
638
0
46.34399
male
0
16
COPD
COPD/CHF/Cirrhosis
1
11
under $11k
0
32,986
20,115.125
22,038.0781
29.666656
white
22.699219
27
0.901978
0.835938
2
0
0
no
0.8
0.7
no dnr
16
124
10.398438
104
24
36
257.125
null
0.399963
1.199951
133
7.429688
150
14
800
null
1
no(M2 and SIP pres)
1
633
0
44.64899
male
0
10
COPD
COPD/CHF/Cirrhosis
3
null
under $11k
0
15,277
9,645.8906
10,760.8359
13
white
22.5
28
0.915894
0.856934
1
0
0
no
0.9
0.8
no dnr
10
58
3.5
96
20
38.69531
null
null
null
1
139
null
143
4
2,250
0
3
no(M2 and SIP pres)
3
634
0
81.60199
female
0
3
CHF
COPD/CHF/Cirrhosis
3
null
under $11k
0
3,870
null
null
null
white
16.199219
23
0.817993
0.704956
1
1
0
yes
null
null
no dnr
3
108
8.898438
87
28
36.79688
269.5625
null
null
1.099854
136
7.339844
146
26
4,750
null
null
no(M2 and SIP pres)
2.711426
114
1
48.84299
male
0
19
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
44,920
27,563.8125
31,555.9531
30
white
19.898438
23
0.920898
0.866943
1
0
0
no
0.9
0.85
no dnr
19
75
8
65
24
36.59375
null
3.299805
0.5
0.899902
137
null
141
19
null
null
0
no(M2 and SIP pres)
0
633
0
66.31598
female
0
16
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
null
null
null
30
white
34.796875
43
0.601929
0.411987
1
0
0
no
0.55
0.5
null
null
61
113.59375
63
20
36.69531
null
null
null
2
129
null
76
39
1,650
null
0
no(M2 and SIP pres)
0
632
0
49.13599
female
0
14
Colon Cancer
Cancer
2
10
under $11k
0
16,748
11,049.1641
13,971.3281
9.333328
white
34.195313
36
0.503906
0.18399
1
0
0
metastatic
0.6
0.4
no dnr
14
131
8.599609
118
20
37
null
5
0.699951
0.699951
135
null
69
11
2,350
5
5
adl>=4 (>=5 if sur)
5
94
1
39.99197
male
0
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
0
25,774
14,531.3438
17,859.5156
32
white
21.398438
27
0.890991
0.851929
2
0
0
no
0.95
0.95
no dnr
12
126
11.099609
75
28
36.59375
385.125
3.699707
0.399963
1
137
7.439453
125
18
4,485
null
4
no(M2 and SIP pres)
4
631
0
64.38898
female
0
26
COPD
COPD/CHF/Cirrhosis
4
8
under $11k
0
42,764
27,070.0781
33,508.4375
18.75
white
27.898438
67
0.763916
0.625
1
1
0
no
0.85
0.8
no dnr
26
63
26.097656
122
24
35.19531
null
1.699951
0.599976
6
136
null
74
66
230
0
0
<2 mo. follow-up
0
51
1
50.22299
female
1
7
MOSF w/Malig
ARF/MOSF
2
11
under $11k
37
28,142
17,324.5156
21,791.2812
67
black
59.898438
112
0
0
1
0
0
metastatic
0.3
0.25
no dnr
7
77
23.097656
134
10
39
245
1.599854
0.399963
0.5
134
7.459961
117
6
3,925
null
6
<2 mo. follow-up
6
7
1
74.75397
male
0
95
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
222,934
140,409.75
164,863.375
38.75
white
28.5
48
0.40094
0.281982
29
0
0
no
0.3
0.2
no dnr
95
92
5.899414
100
20
36.89844
null
2.199707
10.398438
0.899902
133
null
95
8
3,720
null
null
null
3.972168
335
1
43.66098
female
0
6
Colon Cancer
Cancer
1
12
under $11k
0
8,078
5,345.1172
6,745.9375
14
hispanic
15.298828
11
0.870972
0.709961
1
0
0
metastatic
0.6
0.5
no dnr
6
70
27
126
12
36.59375
133.3125
2.599609
1.099854
3.299805
128
7.40918
347
66
1,089
1
4
adl>=4 (>=5 if sur)
4
117
1
71.77295
male
0
78
Coma
Coma
1
16
$11-$25k
55
154,189
87,083.3125
100,583.625
39.75
white
26.296875
51
0.297974
0.227997
1
0
0
no
0.5
0.4
no dnr
78
43
11.798828
120
28
35.5
295.1875
3.299805
0.5
0.599976
137
7.489258
112
16
3,275
null
0
adl>=4 (>=5 if sur)
0
213
1
67.71497
female
0
9
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
under $11k
37
14,637
9,498.2578
10,442.7656
16.5
white
27
23
0.536987
0.421997
1
0
0
yes
0.6
0.5
no dnr
9
109
10.898438
122
26
35.89844
122.21875
2.5
1.199951
1.5
133
7.449219
71
42
2,400
null
0
no(M2 and SIP pres)
0
629
0
65.28094
male
0
14
MOSF w/Malig
ARF/MOSF
2
8
$11-$25k
37
27,779
17,367.5938
20,223.3125
22.666656
white
31.597656
38
0.320984
0.20697
1
1
0
yes
0.4
0.2
no dnr
14
127
12.798828
124
10
39.69531
184
2.099609
4.399414
1.299805
144
7.40918
189
31
1,478
null
0
no(M2 and SIP pres)
0
628
0
89.58197
male
0
10
Lung Cancer
Cancer
2
null
under $11k
9
7,092
4,953.8047
6,743.54688
6
black
20.898438
14
0.505981
0.184998
1
0
1
metastatic
0.1
0
dnr after sadm
2
114
17.796875
107
24
36.29688
292
3.399902
0.5
0.899902
137
7.179688
165
13
1,750
null
1
adl>=4 (>=5 if sur)
1
179
1
62.79498
male
0
9
COPD
COPD/CHF/Cirrhosis
0
12
under $11k
0
19,330
11,695.375
13,542.8828
23.5
white
23.5
35
0.835938
0.730957
1
0
0
no
0.7
0.6
no dnr
9
55
14.5
112
12
38.69531
120
null
null
0.699951
134
7.419922
105
7
3,385
null
0
no(M2 and SIP pres)
0
626
0
57.448
female
0
6
COPD
COPD/CHF/Cirrhosis
4
9
under $11k
0
8,879
5,460.3359
6,111.87891
10
white
10.699219
16
0.948975
0.912964
1
0
0
no
0.65
0.5
no dnr
6
100
7.5
118
24
36
null
4
1.299805
1.199951
136
null
100
14
null
0
0
SIP>=30
0
622
0
51.409
male
0
21
Cirrhosis
COPD/CHF/Cirrhosis
2
11
under $11k
0
52,650
null
null
36.333313
white
22.5
43
0.80188
0.679932
1
0
0
no
0.8
0.75
no dnr
21
83
13.298828
100
10
36.89844
158
4.099609
2.099609
0.599976
132
7.389648
116
13
2,690
null
0
SIP>=30
0
622
0
78.41199
male
0
80
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
150,578
95,131.25
120,197.188
37
white
33.796875
60
0.449951
0.330994
8
0
0
no
0.6
0.6
no dnr
80
52
20.097656
128
28
40
106.65625
1.799805
3.399902
2.699707
134
7.299805
54
29
885
null
5
null
5
274
1
60.56897
male
0
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
39,502
23,890.2812
26,963.125
27.333328
white
15.599609
27
0.86792
0.820923
6
0
0
no
0.8
0.7
no dnr
18
79
0.699951
71
24
36
null
3.399902
0.899902
0.899902
136
null
87
10
3,250
null
6
SIP>=30
6
621
0
69.69995
male
0
5
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
6,091
3,742.6777
4,147.50781
18
white
19.699219
14
0.846924
0.747925
1
0
0
no
0.8
0.6
no dnr
5
66
16.296875
65
40
36.5
261.25
3.599609
0.599976
0.899902
138
7.40918
129
30
1,700
0
null
no(M2 and SIP pres)
0.494751
592
1
22.68599
female
0
32
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
under $11k
0
113,240
70,633
84,378
41.75
black
32
65
0.793945
0.726929
7
0
0
no
0.2
1
no dnr
32
121
18.5
129
38
39
172.5
3.099609
0.899902
1.199951
141
7.379883
148
23
4,995
null
0
null
0
621
0
24.241
female
0
17
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
under $11k
0
61,561
39,252.0312
47,995.4062
51.333313
white
38.296875
62
0.661987
0.564941
10
0
0
no
0.5
0.5
no dnr
17
71
15.298828
141
14
36.89844
238
2.699707
1.299805
1.599854
140
7.519531
158
35
2,860
null
0
no(M2 and SIP pres)
0
620
0
68.18896
female
0
9
COPD
COPD/CHF/Cirrhosis
2
null
$11-$25k
0
21,855
13,324.9297
15,247.8438
24
white
22.699219
26
0.816895
0.702881
1
0
0
no
0.8
0.7
no dnr
9
45
13.398438
127
10
35.89844
185
1.799805
8.298828
1.199951
145
7.389648
304
25
1,938
null
0
SIP>=30
0
237
1
64.63495
male
0
13
COPD
COPD/CHF/Cirrhosis
2
10
under $11k
9
23,165
14,729.3906
17,390.625
20.5
black
31.398438
42
0.623901
0.438965
3
0
0
no
0.85
0.75
no dnr
13
106
7.099609
100
32
35.59375
283.3125
3.599609
1.399902
1.299805
143
7.469727
213
28
2,600
null
1
no(M2 and SIP pres)
1
525
1
68.37195
female
0
7
CHF
COPD/CHF/Cirrhosis
3
3
under $11k
0
9,644
5,550.4375
6,353.39844
20
black
26.898438
37
0.755981
0.613892
1
0
0
no
0.8
0.7
no dnr
7
110
8.099609
141
30
36
177.5
2.599609
0.5
1.399902
144
7.419922
203
40
2,558
0
null
no(M2 and SIP pres)
0.494751
551
1
68.39398
female
0
21
COPD
COPD/CHF/Cirrhosis
3
10
under $11k
0
20,174
13,773.9844
15,103.9297
8.666664
white
20.398438
38
0.843994
0.744995
1
0
0
no
0.9
0.7
no dnr
21
132
22.296875
114
8
36.59375
140
3.399902
1
1.199951
140
7.429688
180
20
3,085
0
0
no(M2 and SIP pres)
0
618
0
75.81396
male
0
6
COPD
COPD/CHF/Cirrhosis
3
5
under $11k
0
10,247
6,206.1992
7,332.42969
27
white
27.199219
22
0.68396
0.515991
1
0
0
no
0.9
0.8
no dnr
6
61
0.599976
77
28
36.29688
null
2.299805
1.099854
1.5
128
7.489258
110
21
null
0
0
no(M2 and SIP pres)
0
618
0
77.90295
male
0
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
47,992
30,387.8594
36,794.7188
36
hispanic
23.699219
49
0.598999
0.491943
9
0
0
no
0.85
0.75
no dnr
11
36
35.5
118
10
36
140
1.099854
0.799927
2.599609
131
7.359375
211
48
1,935
null
0
no(M2 and SIP pres)
0
617
0
79.54797
male
1
58
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
>$50k
9
121,636
77,842.5625
96,503.1875
30.25
white
25
71
0.566895
0.454956
7
1
0
yes
0.7
0.7
dnr after sadm
44
76
36.398438
64
24
36.5
230
3.199707
1.399902
1.199951
137
7.529297
90
25
null
null
0
<2 mo. follow-up
0
58
1
79.67694
male
0
10
COPD
COPD/CHF/Cirrhosis
2
2
under $11k
9
9,488
6,038.7539
6,712.09766
7.5
hispanic
21.398438
33
0.675903
0.505981
1
0
0
yes
0.8
0.8
no dnr
10
105
11.099609
75
37
36.69531
298
2.599609
0.299988
1.399902
138
7.40918
244
48
1,280
0
0
no(M2 and SIP pres)
0
616
0
70.409
female
0
4
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
8,335
5,702.4609
7,194.39844
20
white
28
30
0.461975
0.342957
4
0
0
metastatic
0.6
0.35
no dnr
4
77
14.599609
77
14
36.29688
116
2.199707
9.599609
5.599609
127
7.339844
80
88
48
0
1
no(M2 and SIP pres)
1
277
1
66.146
female
1
11
Coma
Coma
0
12
under $11k
44
22,287
13,867.5391
15,568.0547
38
white
21.898438
30
0.539917
0.470947
1
0
0
no
0.3
0.2
dnr after sadm
9
109
10.298828
122
24
37
null
null
null
0.599976
119
null
321
7
4,450
null
0
<2 mo. follow-up
0
11
1
52.71997
female
1
13
Coma
Coma
3
12
null
44
25,744
16,137.1641
17,994.8438
31.5
white
29
35
0.472961
0.399963
1
0
0
no
0.15
0.1
dnr after sadm
10
132
15.099609
116
22
36.5
343.3125
null
1.299805
8.099609
132
7.449219
94
78
240
null
0
<2 mo. follow-up
0
13
1
72.20294
male
0
8
CHF
COPD/CHF/Cirrhosis
2
9
under $11k
9
14,810
8,979.4531
9,870.57812
19.5
black
27.398438
42
0.649902
0.471985
4
0
0
no
0.5
0.4
no dnr
8
69
13.099609
63
24
37.59375
268
3.699707
0.899902
1
139
7.209961
194
16
1,795
1
0
<2 mo. follow-up
0
51
1
30.508
male
0
35
MOSF w/Malig
ARF/MOSF
0
12
$25-$50k
0
63,693
42,754.375
54,207.4688
28
white
22.597656
26
0.738892
0.657959
3
0
0
yes
0.5
0.4
no dnr
35
62
19.597656
164
35
38.19531
126.65625
1.399902
0.5
1.299805
143
7.369141
57
64
2,025
0
0
SIP>=30
0
613
0
74.24194
male
0
4
CHF
COPD/CHF/Cirrhosis
6
11
$11-$25k
0
4,050
2,718.4883
3,112.57812
15
white
22.597656
16
0.797974
0.674927
1
1
0
no
1
0.75
no dnr
4
115
15.398438
117
10
38.59375
216.65625
2
0.799927
5.899414
141
7.319336
261
75
2,905
0
0
no(M2 and SIP pres)
0
613
0
21.681
male
0
24
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
under $11k
41
null
null
null
31.666656
white
27
26
0.794922
0.727905
2
1
0
no
0.9
0.75
null
null
50
10.898438
141
30
38.89844
170
2.399902
0.5
0.599976
130
7.479492
217
10
1,469
null
6
adl>=4 (>=5 if sur)
6
613
0
59.12698
female
0
3
Cirrhosis
COPD/CHF/Cirrhosis
4
8
under $11k
0
2,768
1,807.0713
2,020.85938
null
white
26.898438
27
0.668945
0.495972
1
0
0
no
0.9
0.85
no dnr
3
47
7.299805
133
26
36.09375
422.1875
4
1.099854
0.899902
137
7.479492
98
14
1,200
null
null
no(M2 and SIP pres)
3.059082
613
0
75.15399
male
0
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$11-$25k
0
27,731
17,547.8125
19,428.3281
38.5
white
15.5
29
0.845947
0.793945
1
0
0
yes
0.1
0
dnr after sadm
7
114
13.5
113
20
36.39844
452
2.299805
0.399963
1.399902
144
7.299805
282
46
2,420
null
0
no(M2 and SIP pres)
0
276
1
52.31998
male
0
16
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
9
116,727
74,622.125
88,210.0625
34
white
27.398438
39
0.694946
0.603882
31
0
0
no
0.2
0.1
no dnr
16
100
5.199219
104
28
35.29688
null
4.099609
1
2
142
null
142
27
null
2
0
no(M2 and SIP pres)
0
612
0
79.52594
male
0
30
ARF/MOSF w/Sepsis
ARF/MOSF
3
7
under $11k
9
54,021
34,340
38,913.125
33.25
white
26.5
34
0.672974
0.576904
1
0
1
no
0.5
0.1
dnr before sadm
-1
66
8.699219
118
12
38.19531
377.5
2.699707
1.099854
0.199982
137
7.459961
86
12
1,969
null
6
null
6
66
1
65.78497
female
0
63
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
147,956
80,905.9375
98,363.75
44.75
white
25.296875
39
0.794922
0.669922
1
0
0
no
0.7
0.7
no dnr
63
114
12.699219
72
20
35.59375
null
2.799805
1.699951
2
130
null
113
47
625
null
1
SIP>=30
1
137
1
46.77298
male
0
9
Cirrhosis
COPD/CHF/Cirrhosis
4
12
under $11k
0
14,136
9,081.2031
11,426.5391
23
white
25.097656
20
0.787964
0.659912
1
0
0
no
0.8
0.5
no dnr
9
26
68
200
43
36.29688
93
1.399902
4.5
2.5
139
7.189453
51
26
33
0
null
no(M2 and SIP pres)
0.494751
609
0
68.34796
male
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
36,287
19,190.4219
24,096.2812
34
white
25.597656
52
0.770996
0.696899
1
0
0
no
0.7
0.7
no dnr
14
115
24
122
40
38.59375
200
3.799805
0.5
0.799927
143
7.489258
181
14
3,230
null
1
no(M2 and SIP pres)
1
610
0
47.78598
male
0
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
0
6,856
4,204.9961
4,333.61719
45
white
27
31
0.822998
0.762939
1
1
0
no
0.9
0.9
no dnr
5
83
16.5
72
24
35.5
238.09375
2.5
0.899902
1.199951
148
7.539062
104
12
null
null
7
adl>=4 (>=5 if sur)
7
608
0
75.18396
female
1
4
Coma
Coma
0
18
$25-$50k
100
5,757
3,093.8828
3,786.69922
21
white
26.296875
43
0.078995
0.044998
1
0
0
no
0.1
0
dnr after sadm
1
87
10.298828
83
18
36.29688
152.375
4.199219
0.699951
1.099854
138
7.369141
170
24
null
null
null
<2 mo. follow-up
2.939453
4
1
78.57397
female
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
under $11k
9
14,106
7,519.918
9,068.03906
25.5
black
30.898438
30
0.573975
0.462952
1
0
0
no
0.6
0.6
no dnr
7
104
19.5
110
24
36.39844
295.1875
2.399902
0.399963
1
146
7.519531
105
13
1,250
null
7
<2 mo. follow-up
7
7
1